Overview

Dataset statistics

Number of variables26
Number of observations135617
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory26.9 MiB
Average record size in memory208.0 B

Variable types

NUM25
BOOL1

Reproduction

Analysis started2021-05-24 04:30:54.447773
Analysis finished2021-05-24 04:34:03.010317
Duration3 minutes and 8.56 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

mainpage is highly skewed (γ1 = 138.5520519) Skewed
main_learnpark is highly skewed (γ1 = 54.91676128) Skewed
evaulationcenter is highly skewed (γ1 = 52.66970727) Skewed
coupon_visit is highly skewed (γ1 = 260.8225025) Skewed
click_dialog is highly skewed (γ1 = 32.21479429) Skewed
user_id has unique values Unique
main_home has 12028 (8.9%) zeros Zeros
main_home2 has 7760 (5.7%) zeros Zeros
mainpage has 27625 (20.4%) zeros Zeros
schoolreportpage has 61178 (45.1%) zeros Zeros
main_mime has 94339 (69.6%) zeros Zeros
lightcoursetab has 79098 (58.3%) zeros Zeros
main_learnpark has 93023 (68.6%) zeros Zeros
partnergamebarrierspage has 127206 (93.8%) zeros Zeros
evaulationcenter has 90610 (66.8%) zeros Zeros
coupon_visit has 125698 (92.7%) zeros Zeros
progress_bar has 113698 (83.8%) zeros Zeros
ppt has 47873 (35.3%) zeros Zeros
task has 37292 (27.5%) zeros Zeros
video_play has 40981 (30.2%) zeros Zeros
video_read has 43206 (31.9%) zeros Zeros
next_nize has 46612 (34.4%) zeros Zeros
answer_task has 36105 (26.6%) zeros Zeros
chapter_module has 27125 (20.0%) zeros Zeros
course_tab has 37758 (27.8%) zeros Zeros
slide_subscribe has 29784 (22.0%) zeros Zeros
baby_info has 29701 (21.9%) zeros Zeros
click_notunlocked has 67709 (49.9%) zeros Zeros
share has 53206 (39.2%) zeros Zeros
click_dialog has 29313 (21.6%) zeros Zeros

Variables

user_id
Real number (ℝ≥0)

UNIQUE

Distinct count135617
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2000002535200329.5
Minimum2000001555945280
Maximum2000002948014779
Zeros0
Zeros (%)0.0%
Memory size1.0 MiB
2021-05-24T12:34:03.141006image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum2.000001556e+15
5-th percentile2.000002282e+15
Q12.000002415e+15
median2.000002499e+15
Q32.000002718e+15
95-th percentile2.000002919e+15
Maximum2.000002948e+15
Range1392069499
Interquartile range (IQR)303046960

Descriptive statistics

Standard deviation249996404
Coefficient of variation (CV)1.249980436e-07
Kurtosis3.719889271
Mean2.000002535e+15
Median Absolute Deviation (MAD)114796193
Skewness-1.247888558
Sum-5.466817289e+18
Variance6.249820203e+16
2021-05-24T12:34:03.270073image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.000002763e+151< 0.1%
 
2.000002458e+151< 0.1%
 
2.000002739e+151< 0.1%
 
2.000002421e+151< 0.1%
 
2.000001659e+151< 0.1%
 
2.00000244e+151< 0.1%
 
2.000002356e+151< 0.1%
 
2.000002829e+151< 0.1%
 
2.000002421e+151< 0.1%
 
2.000002753e+151< 0.1%
 
Other values (135607)135607> 99.9%
 
ValueCountFrequency (%) 
2.000001556e+151< 0.1%
 
2.000001557e+151< 0.1%
 
2.000001558e+151< 0.1%
 
2.000001558e+151< 0.1%
 
2.000001558e+151< 0.1%
 
ValueCountFrequency (%) 
2.000002948e+151< 0.1%
 
2.000002947e+151< 0.1%
 
2.000002947e+151< 0.1%
 
2.000002947e+151< 0.1%
 
2.000002947e+151< 0.1%
 

main_home
Real number (ℝ≥0)

ZEROS

Distinct count405
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56.53959311885678
Minimum0
Maximum2172
Zeros12028
Zeros (%)8.9%
Memory size1.0 MiB
2021-05-24T12:34:03.410136image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q112
median48
Q387
95-th percentile148
Maximum2172
Range2172
Interquartile range (IQR)75

Descriptive statistics

Standard deviation51.76543299
Coefficient of variation (CV)0.9155607625
Kurtosis42.24666
Mean56.53959312
Median Absolute Deviation (MAD)37
Skewness2.312317626
Sum7667730
Variance2679.660052
2021-05-24T12:34:03.530298image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0120288.9%
 
127022.0%
 
224241.8%
 
323641.7%
 
421661.6%
 
521131.6%
 
618541.4%
 
717531.3%
 
815541.1%
 
914461.1%
 
Other values (395)10521377.6%
 
ValueCountFrequency (%) 
0120288.9%
 
127022.0%
 
224241.8%
 
323641.7%
 
421661.6%
 
ValueCountFrequency (%) 
21721< 0.1%
 
16431< 0.1%
 
15651< 0.1%
 
14761< 0.1%
 
13531< 0.1%
 

main_home2
Real number (ℝ≥0)

ZEROS

Distinct count467
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47.509795969531844
Minimum0
Maximum2685
Zeros7760
Zeros (%)5.7%
Memory size1.0 MiB
2021-05-24T12:34:03.660941image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q114
median35
Q366
95-th percentile136
Maximum2685
Range2685
Interquartile range (IQR)52

Descriptive statistics

Standard deviation48.7259156
Coefficient of variation (CV)1.02559724
Kurtosis126.5376975
Mean47.50979597
Median Absolute Deviation (MAD)24
Skewness4.637230009
Sum6443136
Variance2374.214851
2021-05-24T12:34:03.785370image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
077605.7%
 
237652.8%
 
921981.6%
 
721431.6%
 
1221371.6%
 
619681.5%
 
1719171.4%
 
1418941.4%
 
1118871.4%
 
1518811.4%
 
Other values (457)10806779.7%
 
ValueCountFrequency (%) 
077605.7%
 
119< 0.1%
 
237652.8%
 
313021.0%
 
417521.3%
 
ValueCountFrequency (%) 
26851< 0.1%
 
24811< 0.1%
 
13271< 0.1%
 
9661< 0.1%
 
9131< 0.1%
 

mainpage
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count112
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.243914848433456
Minimum0
Maximum2847
Zeros27625
Zeros (%)20.4%
Memory size1.0 MiB
2021-05-24T12:34:03.915167image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q37
95-th percentile18
Maximum2847
Range2847
Interquartile range (IQR)6

Descriptive statistics

Standard deviation11.05981639
Coefficient of variation (CV)2.109076274
Kurtosis33461.95222
Mean5.243914848
Median Absolute Deviation (MAD)3
Skewness138.5520519
Sum711164
Variance122.3195386
2021-05-24T12:34:04.045010image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02762520.4%
 
11878013.8%
 
21476710.9%
 
3118848.8%
 
497457.2%
 
582206.1%
 
667715.0%
 
757834.3%
 
848543.6%
 
940653.0%
 
Other values (102)2312317.1%
 
ValueCountFrequency (%) 
02762520.4%
 
11878013.8%
 
21476710.9%
 
3118848.8%
 
497457.2%
 
ValueCountFrequency (%) 
28471< 0.1%
 
12661< 0.1%
 
5791< 0.1%
 
3821< 0.1%
 
3171< 0.1%
 

schoolreportpage
Real number (ℝ≥0)

ZEROS

Distinct count80
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.7873422948450415
Minimum0
Maximum482
Zeros61178
Zeros (%)45.1%
Memory size1.0 MiB
2021-05-24T12:34:04.190477image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q36
95-th percentile15
Maximum482
Range482
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.174570164
Coefficient of variation (CV)1.630317432
Kurtosis606.3301326
Mean3.787342295
Median Absolute Deviation (MAD)1
Skewness11.18925298
Sum513628
Variance38.12531672
2021-05-24T12:34:04.349969image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06117845.1%
 
2129559.6%
 
488166.5%
 
179615.9%
 
665384.8%
 
854094.0%
 
353123.9%
 
1046003.4%
 
536952.7%
 
1228472.1%
 
Other values (70)1630612.0%
 
ValueCountFrequency (%) 
06117845.1%
 
179615.9%
 
2129559.6%
 
353123.9%
 
488166.5%
 
ValueCountFrequency (%) 
4821< 0.1%
 
4191< 0.1%
 
3821< 0.1%
 
2971< 0.1%
 
2861< 0.1%
 

main_mime
Real number (ℝ≥0)

ZEROS

Distinct count54
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7735018471135625
Minimum0
Maximum117
Zeros94339
Zeros (%)69.6%
Memory size1.0 MiB
2021-05-24T12:34:04.490055image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum117
Range117
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.977206222
Coefficient of variation (CV)2.556175179
Kurtosis190.5772531
Mean0.7735018471
Median Absolute Deviation (MAD)0
Skewness8.249566965
Sum104900
Variance3.909344445
2021-05-24T12:34:04.625183image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
09433969.6%
 
11963214.5%
 
291186.7%
 
345473.4%
 
426892.0%
 
515511.1%
 
610450.8%
 
77660.6%
 
84510.3%
 
93630.3%
 
Other values (44)11160.8%
 
ValueCountFrequency (%) 
09433969.6%
 
11963214.5%
 
291186.7%
 
345473.4%
 
426892.0%
 
ValueCountFrequency (%) 
1171< 0.1%
 
761< 0.1%
 
691< 0.1%
 
661< 0.1%
 
591< 0.1%
 

lightcoursetab
Real number (ℝ≥0)

ZEROS

Distinct count63
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1277937131775515
Minimum0
Maximum271
Zeros79098
Zeros (%)58.3%
Memory size1.0 MiB
2021-05-24T12:34:04.769923image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum271
Range271
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.556153522
Coefficient of variation (CV)2.266508043
Kurtosis1004.898256
Mean1.127793713
Median Absolute Deviation (MAD)0
Skewness14.77574841
Sum152948
Variance6.533920829
2021-05-24T12:34:04.890217image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07909858.3%
 
12537418.7%
 
2124799.2%
 
368685.1%
 
438782.9%
 
523001.7%
 
615261.1%
 
710220.8%
 
87370.5%
 
94990.4%
 
Other values (53)18361.4%
 
ValueCountFrequency (%) 
07909858.3%
 
12537418.7%
 
2124799.2%
 
368685.1%
 
438782.9%
 
ValueCountFrequency (%) 
2711< 0.1%
 
921< 0.1%
 
871< 0.1%
 
771< 0.1%
 
741< 0.1%
 

main_learnpark
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count64
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0565342103128663
Minimum0
Maximum618
Zeros93023
Zeros (%)68.6%
Memory size1.0 MiB
2021-05-24T12:34:05.031300image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum618
Range618
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.252269818
Coefficient of variation (CV)3.078243739
Kurtosis9609.689739
Mean1.05653421
Median Absolute Deviation (MAD)0
Skewness54.91676128
Sum143284
Variance10.57725897
2021-05-24T12:34:05.320065image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
09302368.6%
 
11645512.1%
 
288816.5%
 
350893.8%
 
433462.5%
 
522351.6%
 
615311.1%
 
710710.8%
 
88680.6%
 
96220.5%
 
Other values (54)24961.8%
 
ValueCountFrequency (%) 
09302368.6%
 
11645512.1%
 
288816.5%
 
350893.8%
 
433462.5%
 
ValueCountFrequency (%) 
6181< 0.1%
 
1311< 0.1%
 
881< 0.1%
 
791< 0.1%
 
761< 0.1%
 

partnergamebarrierspage
Real number (ℝ≥0)

ZEROS

Distinct count154
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8198972105267038
Minimum0
Maximum323
Zeros127206
Zeros (%)93.8%
Memory size1.0 MiB
2021-05-24T12:34:05.451558image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum323
Range323
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.941075734
Coefficient of variation (CV)7.246122633
Kurtosis437.9941842
Mean0.8198972105
Median Absolute Deviation (MAD)0
Skewness16.54597499
Sum111192
Variance35.29638088
2021-05-24T12:34:05.580167image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
012720693.8%
 
28290.6%
 
17710.6%
 
37380.5%
 
56700.5%
 
46400.5%
 
65300.4%
 
74170.3%
 
83570.3%
 
93150.2%
 
Other values (144)31442.3%
 
ValueCountFrequency (%) 
012720693.8%
 
17710.6%
 
28290.6%
 
37380.5%
 
46400.5%
 
ValueCountFrequency (%) 
3231< 0.1%
 
2851< 0.1%
 
2691< 0.1%
 
2522< 0.1%
 
2221< 0.1%
 

evaulationcenter
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count96
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1187904171305956
Minimum0
Maximum1153
Zeros90610
Zeros (%)66.8%
Memory size1.0 MiB
2021-05-24T12:34:05.720128image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile11
Maximum1153
Range1153
Interquartile range (IQR)2

Descriptive statistics

Standard deviation6.249540029
Coefficient of variation (CV)2.949579146
Kurtosis8741.112266
Mean2.118790417
Median Absolute Deviation (MAD)0
Skewness52.66970727
Sum287344
Variance39.05675058
2021-05-24T12:34:05.845093image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
09061066.8%
 
194136.9%
 
369485.1%
 
447673.5%
 
243623.2%
 
530232.2%
 
625501.9%
 
720581.5%
 
816751.2%
 
913881.0%
 
Other values (86)88236.5%
 
ValueCountFrequency (%) 
09061066.8%
 
194136.9%
 
243623.2%
 
369485.1%
 
447673.5%
 
ValueCountFrequency (%) 
11531< 0.1%
 
4521< 0.1%
 
3041< 0.1%
 
1321< 0.1%
 
1311< 0.1%
 

coupon_visit
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count40
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.16481709520192897
Minimum0
Maximum806
Zeros125698
Zeros (%)92.7%
Memory size1.0 MiB
2021-05-24T12:34:05.975145image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum806
Range806
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.48996631
Coefficient of variation (CV)15.10745173
Kurtosis81954.46479
Mean0.1648170952
Median Absolute Deviation (MAD)0
Skewness260.8225025
Sum22352
Variance6.199932223
2021-05-24T12:34:06.120026image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
012569892.7%
 
155124.1%
 
221801.6%
 
39360.7%
 
44910.4%
 
52460.2%
 
61610.1%
 
71120.1%
 
865< 0.1%
 
945< 0.1%
 
Other values (30)1710.1%
 
ValueCountFrequency (%) 
012569892.7%
 
155124.1%
 
221801.6%
 
39360.7%
 
44910.4%
 
ValueCountFrequency (%) 
8061< 0.1%
 
2711< 0.1%
 
841< 0.1%
 
781< 0.1%
 
721< 0.1%
 

click_buy
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.0 MiB
0
135615
1
 
2
ValueCountFrequency (%) 
0135615> 99.9%
 
12< 0.1%
 

progress_bar
Real number (ℝ≥0)

ZEROS

Distinct count1783
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39.17378352271471
Minimum0
Maximum14878
Zeros113698
Zeros (%)83.8%
Memory size1.0 MiB
2021-05-24T12:34:06.262259image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile190
Maximum14878
Range14878
Interquartile range (IQR)0

Descriptive statistics

Standard deviation217.8777155
Coefficient of variation (CV)5.561824667
Kurtosis555.4763282
Mean39.17378352
Median Absolute Deviation (MAD)0
Skewness16.15279714
Sum5312631
Variance47470.69892
2021-05-24T12:34:06.414916image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011369883.8%
 
110930.8%
 
27020.5%
 
35370.4%
 
45040.4%
 
53940.3%
 
63670.3%
 
73330.2%
 
82990.2%
 
92710.2%
 
Other values (1773)1741912.8%
 
ValueCountFrequency (%) 
011369883.8%
 
110930.8%
 
27020.5%
 
35370.4%
 
45040.4%
 
ValueCountFrequency (%) 
148781< 0.1%
 
140101< 0.1%
 
121991< 0.1%
 
94841< 0.1%
 
74261< 0.1%
 

ppt
Real number (ℝ≥0)

ZEROS

Distinct count328
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.76130573600655
Minimum0
Maximum865
Zeros47873
Zeros (%)35.3%
Memory size1.0 MiB
2021-05-24T12:34:06.590028image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median17
Q336
95-th percentile71
Maximum865
Range865
Interquartile range (IQR)36

Descriptive statistics

Standard deviation28.66665343
Coefficient of variation (CV)1.206442683
Kurtosis36.38347728
Mean23.76130574
Median Absolute Deviation (MAD)17
Skewness3.314542559
Sum3222437
Variance821.7770191
2021-05-24T12:34:06.730178image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04787335.3%
 
34102447.6%
 
966754.9%
 
2550123.7%
 
1749833.7%
 
823431.7%
 
4322261.6%
 
4221541.6%
 
3620911.5%
 
2618421.4%
 
Other values (318)5017437.0%
 
ValueCountFrequency (%) 
04787335.3%
 
13720.3%
 
22070.2%
 
33340.2%
 
46060.4%
 
ValueCountFrequency (%) 
8651< 0.1%
 
8571< 0.1%
 
7891< 0.1%
 
6521< 0.1%
 
6111< 0.1%
 

task
Real number (ℝ≥0)

ZEROS

Distinct count160
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.520362491428067
Minimum0
Maximum522
Zeros37292
Zeros (%)27.5%
Memory size1.0 MiB
2021-05-24T12:34:06.870369image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median14
Q328
95-th percentile44
Maximum522
Range522
Interquartile range (IQR)28

Descriptive statistics

Standard deviation16.48727066
Coefficient of variation (CV)0.9979969067
Kurtosis14.20615462
Mean16.52036249
Median Absolute Deviation (MAD)14
Skewness1.579989507
Sum2240442
Variance271.8300939
2021-05-24T12:34:07.005165image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03729227.5%
 
2846253.4%
 
2442413.1%
 
141903.1%
 
739142.9%
 
2936882.7%
 
632882.4%
 
3030542.3%
 
2530292.2%
 
1429942.2%
 
Other values (150)6530248.2%
 
ValueCountFrequency (%) 
03729227.5%
 
141903.1%
 
220561.5%
 
315991.2%
 
415131.1%
 
ValueCountFrequency (%) 
5221< 0.1%
 
4261< 0.1%
 
3341< 0.1%
 
2991< 0.1%
 
2272< 0.1%
 

video_play
Real number (ℝ≥0)

ZEROS

Distinct count402
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.68586534136576
Minimum0
Maximum1741
Zeros40981
Zeros (%)30.2%
Memory size1.0 MiB
2021-05-24T12:34:07.145748image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median14
Q333
95-th percentile82
Maximum1741
Range1741
Interquartile range (IQR)33

Descriptive statistics

Standard deviation34.24833739
Coefficient of variation (CV)1.445939884
Kurtosis102.1444181
Mean23.68586534
Median Absolute Deviation (MAD)14
Skewness5.326410088
Sum3212206
Variance1172.948614
2021-05-24T12:34:07.280450image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04098130.2%
 
122811.7%
 
1522451.7%
 
1722141.6%
 
1421841.6%
 
1321401.6%
 
321331.6%
 
1821281.6%
 
1621201.6%
 
1921091.6%
 
Other values (392)7508255.4%
 
ValueCountFrequency (%) 
04098130.2%
 
122811.7%
 
214671.1%
 
321331.6%
 
419211.4%
 
ValueCountFrequency (%) 
17411< 0.1%
 
13431< 0.1%
 
11951< 0.1%
 
7601< 0.1%
 
7501< 0.1%
 

video_read
Real number (ℝ≥0)

ZEROS

Distinct count231
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.695694492578365
Minimum0
Maximum2269
Zeros43206
Zeros (%)31.9%
Memory size1.0 MiB
2021-05-24T12:34:07.439992image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median17
Q340
95-th percentile71
Maximum2269
Range2269
Interquartile range (IQR)40

Descriptive statistics

Standard deviation27.0902178
Coefficient of variation (CV)1.143254856
Kurtosis388.2250588
Mean23.69569449
Median Absolute Deviation (MAD)17
Skewness6.372234185
Sum3213539
Variance733.8799007
2021-05-24T12:34:07.562274image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04320631.9%
 
142323.1%
 
2421571.6%
 
1220021.5%
 
617951.3%
 
2517921.3%
 
2617311.3%
 
816611.2%
 
3316571.2%
 
216161.2%
 
Other values (221)7376854.4%
 
ValueCountFrequency (%) 
04320631.9%
 
142323.1%
 
216161.2%
 
38910.7%
 
46030.4%
 
ValueCountFrequency (%) 
22691< 0.1%
 
12541< 0.1%
 
7061< 0.1%
 
7041< 0.1%
 
4581< 0.1%
 

next_nize
Real number (ℝ≥0)

ZEROS

Distinct count366
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.03790085313788
Minimum0
Maximum1271
Zeros46612
Zeros (%)34.4%
Memory size1.0 MiB
2021-05-24T12:34:07.700907image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median17
Q335
95-th percentile73
Maximum1271
Range1271
Interquartile range (IQR)35

Descriptive statistics

Standard deviation30.1524556
Coefficient of variation (CV)1.308819575
Kurtosis85.75198535
Mean23.03790085
Median Absolute Deviation (MAD)17
Skewness4.916818692
Sum3124331
Variance909.1705786
2021-05-24T12:34:07.831563image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04661234.4%
 
28100587.4%
 
768425.0%
 
2155904.1%
 
1451523.8%
 
3532352.4%
 
3630962.3%
 
2927212.0%
 
922331.6%
 
3718771.4%
 
Other values (356)4820135.5%
 
ValueCountFrequency (%) 
04661234.4%
 
12220.2%
 
23110.2%
 
31070.1%
 
41760.1%
 
ValueCountFrequency (%) 
12711< 0.1%
 
12611< 0.1%
 
9481< 0.1%
 
9421< 0.1%
 
8431< 0.1%
 

answer_task
Real number (ℝ≥0)

ZEROS

Distinct count208
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.389693032584411
Minimum0
Maximum760
Zeros36105
Zeros (%)26.6%
Memory size1.0 MiB
2021-05-24T12:34:07.970451image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median7
Q319
95-th percentile41
Maximum760
Range760
Interquartile range (IQR)19

Descriptive statistics

Standard deviation16.12653072
Coefficient of variation (CV)1.301608577
Kurtosis63.31032131
Mean12.38969303
Median Absolute Deviation (MAD)7
Skewness3.964092881
Sum1680253
Variance260.0649932
2021-05-24T12:34:08.100334image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03610526.6%
 
372285.3%
 
661514.5%
 
159154.4%
 
950253.7%
 
1245273.3%
 
240093.0%
 
1839712.9%
 
734072.5%
 
1533882.5%
 
Other values (198)5589141.2%
 
ValueCountFrequency (%) 
03610526.6%
 
159154.4%
 
240093.0%
 
372285.3%
 
429422.2%
 
ValueCountFrequency (%) 
7601< 0.1%
 
4821< 0.1%
 
4561< 0.1%
 
3191< 0.1%
 
3121< 0.1%
 

chapter_module
Real number (ℝ≥0)

ZEROS

Distinct count203
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.213542549975298
Minimum0
Maximum1157
Zeros27125
Zeros (%)20.0%
Memory size1.0 MiB
2021-05-24T12:34:08.250217image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median5
Q313
95-th percentile38
Maximum1157
Range1157
Interquartile range (IQR)12

Descriptive statistics

Standard deviation16.05834722
Coefficient of variation (CV)1.572260275
Kurtosis514.9955641
Mean10.21354255
Median Absolute Deviation (MAD)5
Skewness10.62480866
Sum1385130
Variance257.8705153
2021-05-24T12:34:08.370702image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02712520.0%
 
1121198.9%
 
2100057.4%
 
382516.1%
 
472855.4%
 
563724.7%
 
655104.1%
 
750093.7%
 
845433.3%
 
938522.8%
 
Other values (193)4554633.6%
 
ValueCountFrequency (%) 
02712520.0%
 
1121198.9%
 
2100057.4%
 
382516.1%
 
472855.4%
 
ValueCountFrequency (%) 
11571< 0.1%
 
11431< 0.1%
 
9951< 0.1%
 
5711< 0.1%
 
3931< 0.1%
 

course_tab
Real number (ℝ≥0)

ZEROS

Distinct count327
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.2590530685681
Minimum0
Maximum1743
Zeros37758
Zeros (%)27.8%
Memory size1.0 MiB
2021-05-24T12:34:08.520271image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q316
95-th percentile64
Maximum1743
Range1743
Interquartile range (IQR)16

Descriptive statistics

Standard deviation27.22827121
Coefficient of variation (CV)1.909542736
Kurtosis206.8041003
Mean14.25905307
Median Absolute Deviation (MAD)4
Skewness6.949570579
Sum1933770
Variance741.3787529
2021-05-24T12:34:08.690240image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03775827.8%
 
1134409.9%
 
295517.0%
 
361764.6%
 
453854.0%
 
542503.1%
 
638792.9%
 
730832.3%
 
829472.2%
 
924921.8%
 
Other values (317)4665634.4%
 
ValueCountFrequency (%) 
03775827.8%
 
1134409.9%
 
295517.0%
 
361764.6%
 
453854.0%
 
ValueCountFrequency (%) 
17431< 0.1%
 
14561< 0.1%
 
6261< 0.1%
 
5831< 0.1%
 
5661< 0.1%
 

slide_subscribe
Real number (ℝ≥0)

ZEROS

Distinct count96
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.880368980290082
Minimum0
Maximum261
Zeros29784
Zeros (%)22.0%
Memory size1.0 MiB
2021-05-24T12:34:08.850241image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q35
95-th percentile12
Maximum261
Range261
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.780811733
Coefficient of variation (CV)1.232050807
Kurtosis182.144059
Mean3.88036898
Median Absolute Deviation (MAD)2
Skewness6.824926588
Sum526244
Variance22.85616082
2021-05-24T12:34:09.126524image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02978422.0%
 
21873613.8%
 
11632412.0%
 
31530811.3%
 
4119448.8%
 
598707.3%
 
677175.7%
 
759534.4%
 
846353.4%
 
934242.5%
 
Other values (86)119228.8%
 
ValueCountFrequency (%) 
02978422.0%
 
11632412.0%
 
21873613.8%
 
31530811.3%
 
4119448.8%
 
ValueCountFrequency (%) 
2611< 0.1%
 
2201< 0.1%
 
2051< 0.1%
 
1881< 0.1%
 
1521< 0.1%
 

baby_info
Real number (ℝ≥0)

ZEROS

Distinct count60
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.240220621308538
Minimum0
Maximum229
Zeros29701
Zeros (%)21.9%
Memory size1.0 MiB
2021-05-24T12:34:09.260305image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median5
Q35
95-th percentile9
Maximum229
Range229
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.237975647
Coefficient of variation (CV)0.7636337672
Kurtosis263.0151655
Mean4.240220621
Median Absolute Deviation (MAD)2
Skewness5.581872678
Sum575046
Variance10.48448629
2021-05-24T12:34:09.375403image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
55321739.2%
 
02970121.9%
 
31736812.8%
 
7101457.5%
 
680946.0%
 
449183.6%
 
834272.5%
 
927022.0%
 
1013311.0%
 
1110060.7%
 
Other values (50)37082.7%
 
ValueCountFrequency (%) 
02970121.9%
 
18610.6%
 
23820.3%
 
31736812.8%
 
449183.6%
 
ValueCountFrequency (%) 
2291< 0.1%
 
1861< 0.1%
 
891< 0.1%
 
751< 0.1%
 
641< 0.1%
 

click_notunlocked
Real number (ℝ≥0)

ZEROS

Distinct count56
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8185109536415052
Minimum0
Maximum83
Zeros67709
Zeros (%)49.9%
Memory size1.0 MiB
2021-05-24T12:34:09.511384image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile8
Maximum83
Range83
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.271041275
Coefficient of variation (CV)1.798747084
Kurtosis28.96224513
Mean1.818510954
Median Absolute Deviation (MAD)1
Skewness3.928269932
Sum246621
Variance10.69971102
2021-05-24T12:34:09.631422image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06770949.9%
 
12232616.5%
 
21377410.2%
 
388536.5%
 
460364.5%
 
541573.1%
 
630372.2%
 
721441.6%
 
816021.2%
 
912690.9%
 
Other values (46)47103.5%
 
ValueCountFrequency (%) 
06770949.9%
 
12232616.5%
 
21377410.2%
 
388536.5%
 
460364.5%
 
ValueCountFrequency (%) 
831< 0.1%
 
741< 0.1%
 
701< 0.1%
 
671< 0.1%
 
661< 0.1%
 

share
Real number (ℝ≥0)

ZEROS

Distinct count97
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.884380276808955
Minimum0
Maximum249
Zeros53206
Zeros (%)39.2%
Memory size1.0 MiB
2021-05-24T12:34:09.750049image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q38
95-th percentile18
Maximum249
Range249
Interquartile range (IQR)8

Descriptive statistics

Standard deviation6.886524556
Coefficient of variation (CV)1.409907535
Kurtosis31.14887325
Mean4.884380277
Median Absolute Deviation (MAD)2
Skewness3.081767771
Sum662405
Variance47.42422047
2021-05-24T12:34:09.875080image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05320639.2%
 
194777.0%
 
294677.0%
 
367935.0%
 
465054.8%
 
654534.0%
 
551453.8%
 
743803.2%
 
843233.2%
 
938992.9%
 
Other values (87)2696919.9%
 
ValueCountFrequency (%) 
05320639.2%
 
194777.0%
 
294677.0%
 
367935.0%
 
465054.8%
 
ValueCountFrequency (%) 
2491< 0.1%
 
1701< 0.1%
 
1641< 0.1%
 
1541< 0.1%
 
1511< 0.1%
 

click_dialog
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct count18
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9763746432969318
Minimum0
Maximum119
Zeros29313
Zeros (%)21.6%
Memory size1.0 MiB
2021-05-24T12:34:10.013032image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile2
Maximum119
Range119
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.8515156671
Coefficient of variation (CV)0.8721198087
Kurtosis3746.6939
Mean0.9763746433
Median Absolute Deviation (MAD)0
Skewness32.21479429
Sum132413
Variance0.7250789314
2021-05-24T12:34:10.145153image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18591763.4%
 
02931321.6%
 
21634512.1%
 
330772.3%
 
47060.5%
 
51940.1%
 
641< 0.1%
 
711< 0.1%
 
252< 0.1%
 
92< 0.1%
 
Other values (8)9< 0.1%
 
ValueCountFrequency (%) 
02931321.6%
 
18591763.4%
 
21634512.1%
 
330772.3%
 
47060.5%
 
ValueCountFrequency (%) 
1191< 0.1%
 
881< 0.1%
 
561< 0.1%
 
461< 0.1%
 
371< 0.1%
 

Interactions

2021-05-24T12:31:13.179932image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:13.495230image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:13.780387image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:14.050068image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:14.323216image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:14.580394image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:14.862424image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:15.174968image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:15.437375image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:15.702067image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:15.970345image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:16.230201image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:16.505362image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:16.770152image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:17.021556image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:17.320304image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:17.589964image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:17.851993image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:18.130052image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:18.381633image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:18.650823image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:18.915175image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:19.180202image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:19.470239image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:19.741309image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:20.000019image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:20.250334image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:20.631410image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:20.851352image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:21.070326image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:21.342319image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:21.667390image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:21.970309image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:22.230326image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:22.540379image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:22.771660image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:23.065441image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:23.315008image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:23.600263image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:23.890221image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:24.230102image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:24.482660image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:24.740212image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:25.023073image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:25.270021image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:25.580069image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:25.815357image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:26.068390image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:26.325241image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:26.600017image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:26.860105image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:27.110051image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:27.349936image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:27.575190image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:27.810733image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:28.040390image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:28.271094image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:28.676272image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:28.920422image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:29.166605image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:29.390777image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:29.630266image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:29.861859image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:30.090192image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:30.317995image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:30.553538image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:30.805931image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:31.060111image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:31.305206image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:31.545953image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:31.784966image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:32.010695image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:32.241709image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:32.475553image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:32.700125image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:32.950072image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:33.234936image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:33.469964image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:33.727652image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:34.010006image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:34.260030image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:34.495006image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:34.730589image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:34.960348image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:35.195164image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:35.475718image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:35.720556image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:36.125102image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:36.361028image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:36.590095image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:36.825251image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:37.050130image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:37.281465image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:37.560257image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:37.805169image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:38.051311image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:38.290302image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:38.519953image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:38.741123image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:38.961264image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:39.201407image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:39.439999image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:39.692876image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:39.984994image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:40.234898image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:40.470374image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:40.705285image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:40.940932image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:41.170340image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:41.410958image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:41.640242image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:41.900327image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:42.175046image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:42.431446image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:42.665122image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:42.910842image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:43.150082image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:43.539975image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:43.769927image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:44.005285image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:44.300364image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:44.535379image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:44.780354image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:45.013269image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:45.250178image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:45.495621image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:45.731076image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:45.990098image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:46.240072image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:46.514889image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:46.760006image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:47.002518image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:47.240321image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:47.471096image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:47.711465image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:47.933882image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:48.180108image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:48.422796image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:48.689892image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:48.941055image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:49.189978image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:49.423628image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:49.670144image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:49.905246image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:50.134726image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:50.380363image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:50.790523image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:51.031174image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:51.270834image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:51.510845image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:51.759999image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:52.000065image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:52.240079image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:52.476485image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:52.710222image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:52.974415image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:53.228874image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:53.460629image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:53.690398image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:53.929947image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:54.164906image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:54.401124image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:54.645241image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:54.872087image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:55.115944image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:55.380221image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:55.615339image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:55.864933image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:56.116419image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:56.351110image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:56.584929image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:56.810345image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:57.041325image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:57.317376image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:57.580844image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:57.866137image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:58.281848image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:58.516998image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:58.751582image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:58.990043image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:59.220361image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:59.450869image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:59.719955image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:31:59.959899image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:00.211916image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:00.444805image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:00.697345image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:00.958008image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:01.200108image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:01.451330image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:01.698488image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:01.970030image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:02.226420image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:02.489935image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:02.740354image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:03.000600image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:03.235190image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:03.469998image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:03.720866image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:03.990103image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:04.260039image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:04.530988image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:04.762371image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:05.010241image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:05.260353image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:05.660378image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:05.900333image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:06.161887image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:06.430250image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:06.690369image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:06.941631image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:07.200187image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:07.450048image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:07.682416image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:07.920077image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:08.165376image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:08.440098image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:08.700291image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:08.951179image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:09.191469image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:09.439981image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:09.670399image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:09.920076image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:10.151236image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:10.385341image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:10.674665image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:10.935812image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:11.194908image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:11.436205image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:11.670234image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:11.900747image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:12.139978image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:12.380148image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:12.620372image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:13.070210image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:13.300349image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:13.556597image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:13.804934image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:14.051216image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:14.301003image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:14.536058image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:14.769936image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:15.040063image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:15.290290image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:15.539964image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:15.794307image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:16.031339image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:16.265670image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:16.505122image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:16.745034image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:17.000465image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:17.265124image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:17.535126image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:17.790535image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:18.035173image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:18.280931image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:18.520217image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:18.775090image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:19.017827image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:19.265096image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:19.530444image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:19.799927image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:20.070423image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:20.471279image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:20.710263image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:20.971452image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:21.220219image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:21.459914image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:21.716785image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:22.005098image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:22.269999image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:22.520170image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:22.771369image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:23.013543image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:23.255326image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:23.511117image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:23.750110image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:23.990978image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:24.275274image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:24.520303image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:24.765984image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:25.000318image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:25.240366image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:25.480042image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:25.732105image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:25.976779image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:26.220144image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:26.520546image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:26.764533image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:27.016082image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:27.271153image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:27.770002image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:28.105807image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:28.392091image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:28.750181image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:29.070010image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:29.332891image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:29.650487image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:29.932216image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:30.200253image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:30.505367image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:30.762719image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:31.055233image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:31.300210image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:31.540839image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:31.840342image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:32.075209image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:32.301193image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:32.520234image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:32.761213image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:32.989959image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:33.220071image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:33.511154image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:33.756727image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:33.990402image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:34.289944image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:34.540316image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:34.785345image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:35.025059image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:35.259948image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:35.513083image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:35.920300image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:36.171394image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:36.395315image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:36.631154image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:36.890159image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:37.140020image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:37.365069image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:37.590872image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:37.858017image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:38.100288image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:38.340148image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:38.586163image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:38.820143image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:39.050136image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:39.289988image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:39.535192image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:39.780142image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:40.050218image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:40.290061image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:40.535056image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:40.785372image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:41.009965image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:41.250291image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:41.479995image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:41.719956image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:41.951377image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:42.200779image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:42.460876image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:42.711626image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:42.962429image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:43.384894image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:43.620062image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:43.875239image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:44.109906image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:44.340780image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:44.622667image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:44.880036image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:45.150234image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:45.400923image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:45.630259image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:45.880308image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:46.140477image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:46.379993image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:46.629903image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:46.910040image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:47.170271image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:47.424991image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:47.682306image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:47.930616image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:48.182569image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:48.423286image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:48.667339image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:48.950268image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:49.205334image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:49.460178image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:49.700150image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:49.941529image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:50.165404image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:50.380585image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:50.760293image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:50.990310image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:51.250266image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:51.480821image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:51.711833image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:51.940918image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:52.180262image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:52.430304image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:52.646637image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:52.866424image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:53.115289image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:53.362794image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:53.631092image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:53.870306image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:54.090218image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:54.320293image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:54.547214image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:54.765373image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:54.985304image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:55.210119image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:55.451032image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:55.732731image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:55.970150image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:56.220330image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:56.459986image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:56.705321image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:56.951044image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:57.180129image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:57.440298image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:57.690242image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:58.130377image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:58.380103image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:58.634933image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:58.865045image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:59.114003image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:59.350142image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:59.580266image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:32:59.822156image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:00.110174image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:00.360202image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:00.615200image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:00.860231image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:01.099955image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:01.342261image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:01.575159image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:01.824414image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:02.085741image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:02.365157image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:02.620365image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:02.870284image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:03.115321image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:03.369987image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:03.600280image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:03.847816image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:04.089910image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:04.330358image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:04.616578image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:04.880273image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:05.130778image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:05.530044image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:05.774958image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:06.019998image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:06.260121image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:06.521767image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:06.819989image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:07.075133image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:07.329910image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:07.575380image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:07.830293image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:08.074481image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:08.350226image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:08.608267image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:08.881296image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:09.131481image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:09.380872image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:09.621644image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:09.870212image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:10.099905image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:10.339998image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:10.575127image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:10.811382image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:11.084754image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:11.364032image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:11.600217image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:11.860203image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:12.109993image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:12.350224image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:12.601041image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:12.994373image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:13.250099image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:13.520150image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:13.766828image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:13.991025image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:14.221392image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:14.460019image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:14.709992image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:14.972445image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:15.220053image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:15.500310image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:15.758543image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:16.001232image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:16.249976image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:16.490333image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:16.740312image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:16.991306image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:17.235099image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:17.480788image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:17.760211image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:18.011067image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:18.254979image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:18.501268image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:18.750130image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:18.991550image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:19.250120image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:19.495225image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:19.740068image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:20.022458image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:20.430425image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:20.663886image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:20.900918image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:21.150032image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:21.390317image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:21.611325image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:21.839944image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:22.119571image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:22.380752image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:22.630344image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:22.877422image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:23.114992image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:23.353539image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:23.586423image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:23.828103image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:24.071920image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:24.310259image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:24.570188image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:24.830093image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:25.060373image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:25.293662image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:25.521288image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:25.761344image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:26.010387image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:26.237878image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:26.482372image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:26.741753image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:26.990553image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:27.240107image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:27.499909image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:27.870368image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:28.100210image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:28.322481image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:28.540171image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:28.800320image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:29.040621image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:29.275546image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:29.504984image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:29.724986image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:29.951435image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:30.190204image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:30.416137image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:30.640002image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:30.871400image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:31.140079image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:31.381876image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:31.616610image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:31.855031image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:32.093544image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:32.330327image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:32.560764image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:32.779998image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:33.023973image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:33.372319image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:33.665382image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:33.969893image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:34.295187image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:34.554980image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:34.893155image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:35.231009image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:35.479926image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:35.976043image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:36.234904image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:36.510098image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:36.760285image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:37.059955image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:37.300283image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:37.539931image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:37.826091image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:38.090321image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:38.329905image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:38.580347image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:38.819992image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:39.050054image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:39.275037image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:39.500105image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:39.730224image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:39.949883image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:40.200231image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:40.470163image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:40.704932image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:40.942493image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:41.169916image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:41.409925image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:41.631070image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:41.860341image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:42.201850image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:42.635440image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:43.060068image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:43.444909image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:43.751232image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:44.270870image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:44.561349image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:44.884946image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:45.191319image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:45.562728image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:46.576419image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:47.474078image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:48.490196image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:49.012908image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:50.165104image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:51.680077image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:52.942405image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:53.420295image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:53.750119image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:54.055312image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:54.356909image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:54.638539image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:54.912688image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:55.224162image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:55.555291image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:55.842066image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:56.109967image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:56.350060image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:56.590862image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:56.839912image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:57.080947image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:57.332924image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:57.630288image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:57.880253image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:58.131003image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:58.530113image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:58.791046image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:59.095326image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:59.400324image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:59.669921image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:33:59.970102image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:34:00.230106image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Correlations

2021-05-24T12:34:10.336455image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-05-24T12:34:10.843332image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-05-24T12:34:11.365976image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-05-24T12:34:11.845085image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-05-24T12:34:00.790056image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2021-05-24T12:34:02.165002image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Sample

First rows

user_idmain_homemain_home2mainpageschoolreportpagemain_mimelightcoursetabmain_learnparkpartnergamebarrierspageevaulationcentercoupon_visitclick_buyprogress_barppttaskvideo_playvideo_readnext_nizeanswer_taskchapter_modulecourse_tabslide_subscribebaby_infoclick_notunlockedshareclick_dialog
020000015559452800000000000000000000000000
120000015566452281713000000000095104730005001
2200000155804780451331000000000000040125001
32000001558146467724380030031046025284802011295571
420000015581468783628801210000025131417180141623001
5200000155814737141104902422000000000581920501
620000015590452333700000000000000000027001
720000015592459203413401000000016163316775075003
8200000155924603731202110000000261519172221113031
9200000155924782588427204510000040292041281392947151

Last rows

user_idmain_homemain_home2mainpageschoolreportpagemain_mimelightcoursetabmain_learnparkpartnergamebarrierspageevaulationcentercoupon_visitclick_buyprogress_barppttaskvideo_playvideo_readnext_nizeanswer_taskchapter_modulecourse_tabslide_subscribebaby_infoclick_notunlockedshareclick_dialog
135607200000294731629601200000000000000000003001
13560820000029473169321200000000000000000005001
13560920000029473170710600000000000000000003001
13561020000029473174831210000000000000000005001
135611200000294731762122100000000000000121705001
13561220000029473177261210000000000000051005101
13561320000029473177580600100000000000000003001
13561420000029473178270000000000000000000000000
1356152000002947317941419000000000000000000017000
13561620000029480147790900000000000000001013001